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Improved QoE-based scheduling algorithm in WiMAX network

机译:WiMAX网络中基于QoE的改进调度算法

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Motivated by the increasing demand for multimedia services in the internet broadband networks, WiMAX (Worldwide Interoperability for Microwave Access) technology has emerged as a competitive alternative to wired networks broadband. WiMAX is used today as a method of transmission and high-speed internet access, covering a wide geographical area. Unlike DSL (Digital Subscriber Line) or other wired technology. In parallel, it was observed that in the difference of the traditional quality evaluation approaches, nowadays, current researches focus on the user perceived quality, the existing scheduling approaches take into account the quality of service (QoS), mobility and many other parameters, but do not consider the Quality of Experience (QoE). In this paper, we develop a scheduling algorithm to provide QoE in WiMAX network and improve its performances by controlling the packet transmission rate so as to match with the minimum subjective rate requirements of each user. A novel approach is proposed, especially for the Best Effort (BE) WiMAX service class. Simulation results on NS-2 simulator show that by applying various levels of MOS (Mean Opinion Score) the QoE provided to the users is enhanced in term of jitter, packet loss rate, throughput and delay.
机译:由于Internet宽带网络中对多媒体服务的需求不断增长,促使WiMAX(微波访问全球互操作性)技术成为有线宽带网络的竞争替代产品。如今,WiMAX被用作一种传输和高速Internet访问的方法,覆盖了广泛的地理区域。与DSL(数字用户线)或其他有线技术不同。同时,观察到在当今传统质量评估方法的差异中,当前的研究集中在用户感知的质量上,现有的调度方法考虑了服务质量(QoS),移动性和许多其他参数,但是不要考虑体验质量(QoE)。在本文中,我们开发了一种调度算法以在WiMAX网络中提供QoE,并通过控制数据包的传输速率来提高其性能,从而满足每个用户的最低主观速率要求。提出了一种新颖的方法,特别是针对尽力而为(BE)WiMAX服务类别。在NS-2仿真器上的仿真结果表明,通过应用各种级别的MOS(均值评分),提供给用户的QoE在抖动,丢包率,吞吐量和延迟方面都得到了增强。

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